Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "119"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 119 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_13707/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 119, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.811428 -0.831762 -0.574671 0.104084 0.075520 -1.462842 -1.174363 0.029310 0.7774 0.7966 0.2573 10.343667 11.502520
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.934431 -0.122413 -0.374867 0.856482 -0.591951 -0.716385 -0.954335 2.035838 0.7293 0.7279 0.2616 5.357351 5.516361
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.146408 -0.873846 1.585275 0.439060 -0.335145 0.852492 -1.824306 0.336792 0.0831 0.0807 0.0125 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.926470 -0.702468 -0.304836 0.679960 -1.002835 -1.164817 -1.051372 3.606119 0.6655 0.6850 0.3777 6.579812 6.550624
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.813260 -0.185450 -0.276288 1.115895 -0.908103 -0.961188 -0.919189 3.067108 0.6705 0.6864 0.3698 5.901764 5.913796
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.147900 -0.743942 -0.651747 0.908973 -1.041857 -0.599919 -1.007631 0.390404 0.7055 0.7071 0.2914 5.539655 5.625566
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.008734 -0.718930 -0.797465 0.919185 -0.399323 -1.036663 -0.934093 0.343361 0.7701 0.7620 0.2289 9.160776 8.533229
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% 3.418783 -0.199809 0.195582 1.332373 0.305040 0.688108 -0.717425 3.311919 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.966480 -0.329845 -0.070776 0.681062 -1.031029 -0.009684 -0.981819 3.847261 0.6502 0.6719 0.3739 4.549195 4.182428
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.560305 4.647902 0.035871 1.674943 -0.558320 4.312888 -0.723137 4.211962 0.0743 0.0695 0.0030 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.372638 9.469662 2.818816 0.455139 4.096518 3.634948 46.386996 49.898644 0.6371 0.6518 0.3752 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.011152 0.779501 -0.630379 0.141480 -0.640496 -1.403505 -0.541644 4.156610 0.6671 0.6808 0.3901 0.000000 0.000000
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.082929 0.347596 -0.467791 0.283115 -0.868708 -1.315807 -0.546582 3.909050 0.6679 0.6816 0.3913 4.808800 4.447307
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.742733 0.208950 -0.617490 -0.110621 -0.066501 -0.502211 -0.364455 2.334947 0.6749 0.6888 0.3854 4.140326 3.784966
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.118098 0.733750 -0.609716 -0.010411 -0.917923 -0.976713 -0.877086 1.656975 0.6707 0.6850 0.3840 2.121403 2.135136
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.550104 0.500836 -0.531584 0.565359 -0.087247 -0.532864 -0.102766 6.162219 0.6617 0.6799 0.3937 5.172006 4.951749
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.848592 -0.647696 0.625619 0.656955 -0.066546 -0.804587 0.107727 -0.379007 0.0780 0.0387 0.0142 nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.446780 -0.117466 -0.816983 0.037965 -0.738651 -0.030921 -0.683485 1.361835 0.6702 0.6867 0.3840 3.378662 3.239077
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.287769 -0.317554 -0.627931 0.376710 -0.125314 1.858229 -0.570397 0.776388 0.6949 0.7077 0.3862 5.741280 5.507140
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.333367 -0.565672 -0.795247 0.134956 -1.145704 -1.131030 -0.919137 0.535058 0.7511 0.7597 0.3328 7.968029 7.066366
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.424381 0.704639 -0.736841 0.123247 0.195331 -0.566189 -0.783561 0.777048 0.6879 0.7035 0.3880 4.871161 4.839850
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.750638 1.725642 -0.810947 0.153784 -0.898959 -1.135876 -0.307094 7.381953 0.6815 0.6945 0.3890 4.476259 3.951296
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.671333 0.007126 -0.754821 0.172581 -0.724028 -0.254814 -0.023297 5.331751 0.6949 0.7079 0.3812 6.718624 5.933358
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.864437 -0.613478 0.744562 0.535893 0.292611 1.049451 -0.046844 -0.953740 0.0791 0.0510 0.0173 nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.113198 -0.875806 0.172052 -1.155075 -0.143168 -1.091464 -0.781021 -0.409098 0.6679 0.6968 0.3634 0.000000 0.000000
2459569 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.535586 -0.234843 -0.658244 0.186902 -0.888065 0.304025 -0.794976 0.003594 0.7643 0.7728 0.2369 4.431459 4.039387
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.894017 -0.894017 -0.869152 -0.869152 0.484019 0.484019 0.010794 0.010794 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.329871 -0.561989 -0.574256 0.692166 0.299166 -0.155451 -0.478435 0.550081 0.6948 0.7059 0.3992 3.306634 3.122089
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.479569 -0.304587 -0.476896 1.063611 -0.849978 -0.589079 -0.373637 4.585066 0.6919 0.7046 0.3940 4.017349 4.096639
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.360873 0.203449 -0.138514 0.412475 0.652586 0.226509 0.007433 2.141734 0.6897 0.7051 0.3942 3.304855 3.225010
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.130962 -0.664966 -0.184419 0.194291 0.397477 -0.141764 -0.089927 5.176908 0.6985 0.7147 0.3860 3.140043 2.956544
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.214872 -0.126460 -0.033224 0.207750 0.910808 0.067947 0.081224 3.479845 0.6877 0.7028 0.4008 3.278053 3.055033
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.493954 -0.011952 -0.204697 0.210814 0.672330 -0.051515 0.286363 2.067926 0.6869 0.7036 0.3864 3.016254 2.891027
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.392589 -0.178605 -0.599741 0.307031 -0.402263 -1.312059 -0.335788 7.009136 0.6883 0.7023 0.3973 3.828576 3.530266
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0413 0.0412 0.0053 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.145836 -0.426364 -0.568399 0.555010 -0.612231 -0.757678 -0.280480 12.345571 0.6898 0.7064 0.3913 3.948612 3.704969
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6983 0.7096 0.4000 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6939 0.7077 0.3996 nan nan
2459552 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.718588 -0.851206 -0.706489 0.027400 -0.814911 -2.450625 -0.754245 1.171867 0.7002 0.7108 0.3928 8.562837 7.859697
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.788099 -0.618431 -0.133170 0.305309 0.833211 -0.090623 0.096160 2.411429 0.6951 0.7105 0.3901 3.315997 2.969390
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0810 0.0779 0.0050 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.544001 -0.313203 -0.562781 0.055047 0.312367 -0.290024 -0.063649 4.518779 0.6854 0.7041 0.4052 3.730970 3.425325
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.670775 -0.364172 -0.203204 0.939615 -0.703757 -0.700333 -0.586780 2.459249 0.7442 0.7568 0.3581 3.148301 2.904485
2459541 RF_maintenance 0.00% 1.34% 1.79% 0.00% 100.00% 0.00% 0.904156 -0.684099 -0.985000 0.261233 -0.844570 0.007955 -1.131028 -0.548523 0.7360 0.7423 0.3379 4.804416 4.495773
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.155031 -0.848304 -0.155987 0.237616 -0.444559 0.717491 -0.457166 2.064805 0.7486 0.7536 0.3411 3.154021 2.895234
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.205759 -1.608917 1.386370 -0.218871 0.759197 -1.000059 -0.792269 0.596358 0.7172 0.7254 0.4297 5.038014 4.814062
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.340656 -1.047616 -0.728983 -0.581112 -0.864223 -0.083724 -0.547015 3.006066 0.7824 0.7760 0.3514 3.615234 3.029388
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.639646 -1.082332 -0.650172 -0.673140 -0.426224 0.344990 -0.354266 2.237394 0.7748 0.7680 0.3486 6.047172 5.985313
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.566007 -0.966681 -0.685887 -0.195152 -0.209909 -1.148635 -0.256774 9.036008 0.7155 0.7291 0.4001 3.622006 3.362942
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.954949 -0.660985 0.928085 -0.369720 -1.033254 -1.297040 -0.678113 4.659236 0.7198 0.7297 0.3956 4.267088 3.672890
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.971340 -0.956071 -0.821556 -0.514432 -0.036339 -0.434470 -0.355270 2.064987 0.7165 0.7302 0.4095 4.093852 3.858178
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.287880 -0.611134 -0.659571 -0.258121 -1.394154 -0.188323 -1.005072 1.580464 0.9106 0.9412 0.2880 0.000000 0.000000
2459523 RF_maintenance 0.00% - - - 100.00% 0.00% 1.028608 -0.293737 0.414893 -0.196735 -0.673757 -0.892520 -1.086989 3.419737 nan nan nan 6.729491 5.739524
2459522 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.860547 -1.194465 -0.834657 0.209944 -0.976360 -0.779680 -0.750988 2.424118 0.6503 0.7237 0.3679 4.463883 5.233942
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.809112 -0.587326 1.585779 1.276971 -0.411491 -0.399680 0.167533 -0.164974 0.1534 0.1037 0.0160 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.843139 -0.450585 -0.141409 -0.591712 -0.393670 -1.172208 -0.841399 -0.682864 0.9184 0.9548 0.1689 0.000000 0.000000
2459505 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.895242 0.266049 -0.660240 1.013984 -0.682873 -0.179060 0.114680 1.161771 0.8794 0.8627 0.2107 11.043249 15.281582
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.295550 0.166255 0.517397 -0.281489 1.117327 -0.933708 -0.909448 0.463291 0.8811 0.8768 0.4106 0.000000 0.000000
2459501 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.294060 -0.817770 -0.806398 -0.636513 -0.647288 0.423010 -0.078151 3.485232 0.8711 0.9009 0.3662 0.000000 0.000000
2459500 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.547773 -0.978261 -1.109702 -1.207121 -1.060100 -0.372548 0.200458 3.730763 0.8756 0.8954 0.3546 0.000000 0.000000
2459499 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.980360 -0.195253 0.012482 -0.151207 0.630286 -0.600866 -0.566031 2.568794 0.8888 0.9496 0.1679 0.000000 0.000000
2459498 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.156763 0.005512 0.314784 -0.000557 0.712048 -0.715739 -0.799547 1.952384 0.8871 0.8970 0.3825 0.000000 0.000000
2459497 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.747868 0.378626 0.554838 0.128323 1.151756 -0.826619 -0.874420 0.403688 0.9161 0.9383 0.3062 0.000000 0.000000
2459496 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.146323 -0.254517 0.175192 -0.009757 0.352151 -1.181055 -0.893064 0.712073 0.0947 0.0811 0.0120 0.000000 0.000000
2459495 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.517831 -0.262069 -0.031093 0.059240 0.131176 -0.969664 -0.900425 1.678463 0.0910 0.0817 0.0141 0.000000 0.000000
2459494 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.253066 0.302593 -0.135486 0.124093 -0.173223 -1.149434 -0.415514 2.075924 0.0838 0.0782 0.0131 0.000000 0.000000
2459492 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.004410 -0.062887 1.301860 -0.344401 1.941962 -0.776905 -0.925143 2.348912 0.0947 0.0791 0.0116 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.055450 -0.074431 1.522836 -0.840034 3.503781 -1.188492 -0.978968 2.330452 0.0917 0.0835 0.0102 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.409639 -0.455025 -1.427919 -0.406364 0.660305 -0.184862 0.267954 9.572993 0.0849 0.0783 0.0122 0.000000 0.000000
2459489 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.890397 -0.512066 1.185997 -0.910581 2.739930 -0.940240 -0.641417 2.078216 0.0911 0.0870 0.0117 0.000000 0.000000
2459488 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.378922 -0.790478 0.665073 -0.275420 1.261043 -0.136584 0.553894 3.135545 0.0995 0.0810 0.0116 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 119: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 12.458472 6.552581 1.503862 12.458472 1.197044 7.486450 -1.011986 -0.869280 -0.132965

Antenna 119: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 9.567785 0.658207 7.206449 1.008869 9.567785 -0.890459 8.081173 -0.577182 -1.521258

Antenna 119: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 8.225507 5.305981 0.264305 8.225507 0.174866 8.071437 -0.805336 -2.274875 -0.357845

Antenna 119: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 7.753362 4.050526 0.632041 7.427527 0.549046 7.753362 -1.284401 -1.669247 -0.458723

Antenna 119: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 10.852465 5.380637 2.145876 10.852465 -0.485909 10.652783 0.480219 -1.047973 -0.521709

Antenna 119: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 13.517863 6.829389 0.634928 13.517863 0.391674 10.883958 0.684021 -0.951693 1.512508

Antenna 119: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 12.763538 2.049845 8.382431 -0.337926 10.255347 -0.307941 12.763538 -0.307192 -1.456602

Antenna 119: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 14.962864 3.585872 8.666119 0.371155 12.346497 1.194048 14.962864 -0.170789 -2.118612

Antenna 119: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 12.398505 1.814334 5.285736 0.333824 10.410020 0.881541 12.398505 0.621383 -1.435443

Antenna 119: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 10.320673 6.627103 2.682723 10.267914 0.487348 10.320673 0.995186 -1.218058 -0.212396

Antenna 119: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 13.963089 0.916783 5.706646 0.043604 11.353619 -1.100008 13.963089 -0.290055 -1.769958

Antenna 119: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 19.159501 0.866573 4.091810 3.911830 19.159501 -0.209253 12.283812 -0.559385 -1.067162

Antenna 119: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 19.402218 8.078199 1.412550 17.576040 0.016798 19.402218 0.036229 -1.292161 -0.827723

Antenna 119: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 7.743226 0.450723 6.775885 -1.391040 4.481825 -1.724375 7.743226 -0.662059 -1.691991

Antenna 119: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 6.364438 0.340533 6.364438 -0.747030 2.383753 -1.053316 4.320696 -0.643654 -1.506250

Antenna 119: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 0.012712 0.012712 -0.846158 -0.568407 -0.521720 -3.362717 -0.477903 -1.568997 -0.511571

Antenna 119: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 4.483369 0.011174 2.932190 -0.596811 2.630464 -1.237126 4.483369 -0.589382 -1.725225

Antenna 119: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Variability 5.250041 1.991160 1.450184 3.228158 -0.656038 5.250041 -0.108695 -2.469267 -0.891749

Antenna 119: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 5.028481 1.852016 2.124388 3.073822 5.028481 2.082260 4.531492 -1.866524 -2.296724

Antenna 119: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.015560 0.713692 0.119511 1.015560 -0.251271 0.058422 -0.920210 -1.941773 -1.464479

Antenna 119: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 0.218246 -0.426428 0.218246 -1.074427 0.172484 -1.412178 -0.347035 -1.077474 -1.478357

Antenna 119: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 3.521042 1.427718 1.820995 1.841723 3.521042 1.338479 2.964443 -1.733745 -2.114922

Antenna 119: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 6.373962 2.799566 3.246450 4.418996 6.373962 4.313169 5.771200 -1.824161 -1.948373

Antenna 119: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 7.025365 3.502682 2.945873 7.025365 4.774386 5.786115 3.121118 -2.994188 -2.547629

Antenna 119: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 0.382335 0.192104 -0.521765 0.382335 -0.885058 -0.764122 -1.051514 -1.709392 -1.221833

Antenna 119: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 0.012067 -0.699618 -0.059817 -1.047840 0.012067 -1.489993 -1.317424 -1.154285 -1.443251

Antenna 119: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 8.347610 3.371623 4.087257 5.904005 8.347610 2.687729 5.420255 -2.516794 -3.050448

Antenna 119: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 2.799455 1.906398 1.238167 2.799455 1.882721 1.751699 0.052385 0.596180 -0.478564

Antenna 119: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 56.854983 0.904942 24.434113 -0.612542 56.854983 -0.423816 14.724325 -0.455241 10.302806

Antenna 119: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 66.949051 25.519161 0.929678 66.949051 2.797609 37.598860 3.516984 19.186149 -2.103090

Antenna 119: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 30.893015 19.308012 -0.204502 30.893015 -1.007843 10.957341 -0.865447 4.022414 0.491158

Antenna 119: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 26.358059 15.855656 -0.500074 26.358059 -0.750833 8.564441 -0.910272 4.500768 -0.041635

Antenna 119: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 33.003984 -0.226218 21.872973 -0.800729 33.003984 -0.744874 9.677356 -0.524911 5.586942

Antenna 119: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 79.726289 24.144743 1.653205 79.726289 -0.078408 25.917507 -0.522462 6.239488 0.970808

Antenna 119: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 81.900368 28.010026 0.353331 81.900368 -0.634862 27.616325 -0.762721 4.977119 2.326488

Antenna 119: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 34.150464 19.529364 0.097063 34.150464 -0.089084 7.170239 -1.004825 6.217026 -0.082143

Antenna 119: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 41.573064 18.893906 -0.246281 41.573064 -0.707293 10.972785 -0.362513 6.867039 1.010318

Antenna 119: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 14.086354 14.086354 0.149938 2.150285 1.896396 0.620736 -0.825240 4.814805 2.297962

Antenna 119: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 28.320833 -0.127548 18.694574 -0.834742 28.320833 -1.156247 7.167658 -0.158702 5.847095

Antenna 119: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 14.827662 14.827662 -0.107704 2.356394 1.919213 0.465602 4.571504 5.443387 8.514241

Antenna 119: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 122.571991 24.385110 -0.117925 122.571991 -0.063813 27.080580 -0.151681 9.839164 1.935332

Antenna 119: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 16.458810 16.458810 0.221451 3.554495 2.532459 0.612065 -1.222379 3.190678 0.081568

Antenna 119: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 33.214196 2.441309 33.214196 2.060872 6.137524 -0.660912 1.672916 0.383121 4.707774

Antenna 119: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 18.419893 18.419893 0.989457 4.892882 3.439212 0.656535 -0.888108 5.575345 0.391845

Antenna 119: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 89.592427 21.144279 0.102570 89.592427 0.206776 25.284596 -0.751865 8.849600 0.913753

Antenna 119: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 36.247575 -0.495580 15.313552 -0.963068 36.247575 -0.926468 8.188104 0.287334 5.766211

Antenna 119: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 15.103828 -0.050692 15.103828 2.147228 1.999331 -0.585869 0.495311 0.448316 3.134834

Antenna 119: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 13.742052 0.015453 13.742052 2.100956 2.029000 -0.462191 -0.082500 0.925884 3.427674

Antenna 119: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 18.197043 1.143588 18.197043 0.462124 3.141038 -0.308781 -0.161241 0.687522 4.284891

Antenna 119: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 12.638646 0.270949 12.638646 2.016440 2.395084 -0.909117 0.174559 -0.644276 2.147868

Antenna 119: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 9.432723 -0.052471 9.432723 1.606807 1.647637 -0.927094 -0.468073 -0.435689 3.643571

Antenna 119: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 13.192789 0.131445 13.192789 1.924730 2.087897 -0.030612 0.613599 -0.553137 4.617312

Antenna 119: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 10.955596 0.085038 10.955596 1.436482 1.716579 1.830878 0.033604 -0.531315 2.219885

Antenna 119: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 101.066924 31.274031 0.183000 101.066924 -0.591898 22.632975 -0.812147 14.017429 -0.075420

Antenna 119: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 9.825958 9.825958 0.238206 2.923319 0.311188 0.468247 -1.123954 1.332760 -0.498658

Antenna 119: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Discontinuties 2.517780 0.041995 0.736665 1.466517 2.083612 -0.455524 0.178734 2.119166 2.517780

Antenna 119: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 2.820205 0.905436 0.268467 2.820205 1.840417 -0.538927 -0.119652 1.112431 -0.874903

Antenna 119: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.845840 0.742242 0.082392 1.845840 1.233218 -0.345229 -0.822781 0.610997 -1.000280

Antenna 119: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 2.053369 0.924111 0.148949 2.053369 1.573473 -0.786865 -0.575888 0.669918 -0.916992

Antenna 119: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 2.605279 0.205878 1.048939 2.021050 2.605279 -0.431023 -0.690722 -0.798025 0.742447

Antenna 119: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Temporal Discontinuties 1.933398 -0.180213 0.537223 -0.602578 -0.684704 0.114676 -1.014875 1.690745 1.933398

Antenna 119: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 0.217302 -0.793504 -0.919769 -0.001165 0.217302 -0.802544 -0.763607 -0.676385 -0.061337

Antenna 119: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.490994 -0.627912 -1.006161 1.342744 1.490994 -0.909367 -1.050590 -0.715262 -0.024996

Antenna 119: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 0.852101 0.852101 0.171712 -0.443899 -0.424440 -1.057920 -0.749256 -0.663248 -0.087257

Antenna 119: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 0.304394 0.037358 0.304394 -0.896136 -1.649331 -1.287769 -1.362461 -0.381552 -0.535635

Antenna 119: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.201958 -0.495847 -0.915048 1.201314 1.201958 -1.127199 -1.097735 -0.942229 0.052372

Antenna 119: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 1.190498 0.272589 0.946715 0.372288 0.987058 1.190498 0.194511 0.195768 1.099291

Antenna 119: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.414868 -0.271374 0.150586 0.709431 1.414868 -1.090289 -0.676828 -1.214715 -0.908734

Antenna 119: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 1.681103 0.899202 -0.219365 1.681103 0.354947 -1.141220 -0.780925 -0.942342 -0.747129

Antenna 119: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 1.063527 0.031509 1.063527 -0.498031 0.156911 -0.991921 -1.504825 -0.036026 -0.785027

Antenna 119: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Shape 0.000000 0.000000 0.000000 -0.075204 -0.075204 -0.239788 -0.239788 -0.205337 -0.205337

Antenna 119: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape -0.674491 -0.674491 -0.674491 -0.674491 -0.674491 -0.831236 -0.831236 -0.739909 -0.739909

Antenna 119: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Shape 1.682269 0.072238 1.682269 -0.119497 1.002907 0.197259 0.527165 -1.038542 -1.369822

Antenna 119: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape 2.437625 2.437625 0.846000 -0.002065 -0.142929 -0.876325 -0.875975 -0.245858 0.063751

Antenna 119: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 0.365540 -0.592257 0.150201 0.365540 -0.514503 -0.884015 -0.392550 -0.265105 -0.742845

Antenna 119: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 2.169695 1.269964 0.354221 2.169695 0.384023 -0.353613 0.169969 -0.704998 -0.048268

Antenna 119: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape 0.958415 0.958415 -0.124542 0.465353 0.000935 -0.360398 0.582287 -0.676864 -0.689981

Antenna 119: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 119: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance nn Temporal Variability 8.699023 0.691974 0.992025 -0.708158 -0.084885 8.699023 -0.692419 0.702475 0.268105

Antenna 119: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 0.963788 0.009609 0.923807 0.348852 0.963788 -1.221602 -1.259156 -0.462066 -0.857151

Antenna 119: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape 1.611674 0.466916 1.611674 0.098448 0.699726 -1.158508 -1.725576 -0.552393 -1.111824

Antenna 119: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape 1.014944 1.014944 -0.174241 -0.458769 -0.647477 -0.998471 -0.419545 -1.151860 -1.081026

Antenna 119: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 1.793067 -0.183944 1.142945 0.058015 1.793067 -0.396511 -1.438299 -0.224713 -1.153067

Antenna 119: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 1.585584 1.358564 0.058035 1.585584 0.261449 -0.134350 -0.609750 -1.191698 -0.664476

Antenna 119: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape 0.673214 -0.312840 0.673214 -0.680388 -0.124743 -0.624412 -1.337086 -0.297859 -0.674837

Antenna 119: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Temporal Discontinuties 28.349419 0.051839 0.945699 0.375376 1.716701 -0.098745 2.774483 1.411297 28.349419

Antenna 119: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance nn Temporal Variability 2.096275 -0.003314 0.170603 0.569567 1.545617 2.096275 0.176752 0.682906 -1.079898

Antenna 119: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 119: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 7 RF_maintenance ee Power 1.816543 1.218318 0.337892 1.816543 -0.025668 1.700398 -0.025161 -0.244601 1.089329